Joint network-host based malware detection using information-theoretic tools.
Syed Ali KhayamAyesha Binte AshfaqHayder RadhaPublished in: J. Comput. Virol. (2011)
Keyphrases
- information theoretic
- malware detection
- information theory
- mutual information
- information bottleneck
- theoretic framework
- application programming interface
- log likelihood
- jensen shannon divergence
- kullback leibler divergence
- information theoretic measures
- peer to peer
- network structure
- malicious executables
- relative entropy
- minimum description length
- entropy measure
- jensen shannon
- kl divergence
- anomaly detection
- model selection
- multi modality
- pattern recognition